The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-19"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "96167933 (up from 95559647 yesterday: 0.64 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2057215 (up from 2040107 yesterday: 0.84 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 14158969

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.14



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 24256028 177256 0.74 4687179 401772 2769 0.69 1.66
India 10595639 13816 0.13 350787 152718 162 0.11 1.44
Brazil 8573864 62094 0.73 1010313 211491 1192 0.57 2.47
Russia 3574330 21442 0.60 500407 65632 573 0.88 1.84
United Kingdom 3476804 33454 0.97 1086841 91643 1612 1.79 2.64
France 2996784 23895 0.80 365674 71482 656 0.93 2.39
Italy 2400598 10496 0.44 333111 83157 603 0.73 3.46
Turkey 2399781 6818 0.28 221201 24328 167 0.69 1.01
Spain 2370742 34291 1.47 477240 54173 404 0.75 2.29
Germany 2071615 12233 0.59 379506 48997 1734 3.67 2.37
Colombia 1939071 15939 0.83 324249 49402 398 0.81 2.55
Argentina 1819569 12141 0.67 217406 46066 234 0.51 2.53
Mexico 1668396 18894 1.15 266867 142832 1584 1.12 8.56
Poland 1443804 4890 0.34 175170 33698 291 0.87 2.33
South Africa 1356716 9780 0.73 335265 38288 839 2.24 2.82
Iran 1342134 5917 0.44 129653 56973 87 0.15 4.24
Ukraine 1206125 4231 0.35 137649 22037 190 0.87 1.83
Peru 1060567 0 0.00 51659 38770 0 0.00 3.66
Netherlands 934503 4356 0.47 145444 13264 107 0.81 1.42
Indonesia 927380 10365 1.13 200258 26590 308 1.17 2.87
Czechia 899503 7651 0.86 214301 14646 197 1.36 1.63
Canada 724629 5028 0.70 155822 18289 159 0.88 2.52
Romania 697898 2745 0.39 74832 17369 98 0.57 2.49
Belgium 681250 1479 0.22 39839 20554 82 0.40 3.02
Chile 677151 3401 0.50 73165 17573 26 0.15 2.60
Iraq 609852 823 0.14 16311 12962 9 0.07 2.13
Portugal 566958 10455 1.88 166956 9246 218 2.41 1.63
Israel 565629 7380 1.32 153231 4080 36 0.89 0.72
Sweden 533265 9779 1.87 104732 10591 268 2.60 1.99
Bangladesh 529031 702 0.13 17770 7942 20 0.25 1.50
Pakistan 524783 1772 0.34 47543 11103 48 0.43 2.12
Philippines 504084 1348 0.27 32558 9978 69 0.70 1.98
Switzerland 502191 2260 0.45 59710 8859 67 0.76 1.76
Morocco 461390 1246 0.27 26201 8011 34 0.43 1.74
Austria 396425 1486 0.38 41073 7199 77 1.08 1.82
Serbia 375799 1688 0.45 44044 3791 20 0.53 1.01
Saudi Arabia 365325 226 0.06 2837 6335 6 0.09 1.73
Hungary 353276 573 0.16 35705 11520 111 0.97 3.26
Japan 340989 5384 1.60 113574 4680 314 7.19 1.37
Jordan 316427 883 0.28 25034 4170 17 0.41 1.32
Panama 301534 2173 0.73 63255 4864 36 0.75 1.61
Nepal 267992 348 0.13 8444 1969 4 0.20 0.73
Lebanon 260315 4359 1.70 85197 2020 61 3.11 0.78
United Arab Emirates 260223 3491 1.36 55854 756 5 0.67 0.29
Georgia 249465 1550 0.63 25310 2973 15 0.51 1.19
Ecuador 232568 924 0.40 22242 14382 60 0.42 6.18
Belarus 228716 1356 0.60 38312 1601 10 0.63 0.70
Azerbaijan 227696 305 0.13 11112 3032 10 0.33 1.33
Slovakia 226294 1909 0.85 56107 3637 111 3.15 1.61
Croatia 225648 520 0.23 19052 4684 29 0.62 2.08
Kazakhstan 218216 1252 0.58 18661 2894 3 0.10 1.33
Bulgaria 212927 544 0.26 13436 8614 49 0.57 4.05
Dominican Republic 196591 1625 0.83 28326 2461 13 0.53 1.25
Denmark 191299 725 0.38 32225 1838 32 1.77 0.96
Bolivia 191090 2357 1.25 34203 9722 42 0.43 5.09
Costa Rica 186877 861 0.46 20078 2477 19 0.77 1.33
Tunisia 184483 2598 1.43 49681 5844 94 1.63 3.17
Ireland 176839 1996 1.14 88400 2708 92 3.52 1.53
Lithuania 168708 716 0.43 34423 2494 25 1.01 1.48
Malaysia 165371 3631 2.24 56756 619 14 2.31 0.37
Armenia 164912 236 0.14 6616 3007 9 0.30 1.82
Kuwait 158822 578 0.37 8729 950 2 0.21 0.60
Egypt 158174 899 0.57 22941 8696 58 0.67 5.50
Moldova 153506 394 0.26 10655 3282 15 0.46 2.14
West Bank and Gaza 153093 538 0.35 17634 1741 15 0.87 1.14
Slovenia 151137 1713 1.15 33832 3231 25 0.78 2.14
Guatemala 150277 1131 0.76 13990 5313 35 0.66 3.54
Greece 149462 537 0.36 12486 5518 30 0.55 3.69
Qatar 147729 225 0.15 4301 248 0 0.00 0.17
Honduras 136068 1130 0.84 15156 3391 23 0.68 2.49
Burma 135243 448 0.33 12090 2986 13 0.44 2.21
Oman 132146 135 0.10 3513 1516 2 0.13 1.15
Ethiopia 131727 181 0.14 8339 2037 4 0.20 1.55
Paraguay 123359 771 0.63 17223 2535 17 0.68 2.05
Venezuela 121117 673 0.56 8256 1116 4 0.36 0.92
Bosnia and Herzegovina 118383 300 0.25 7929 4509 23 0.51 3.81
Nigeria 113305 1301 1.16 27745 1464 15 1.04 1.29
Libya 110465 596 0.54 11115 1700 2 0.12 1.54
Algeria 104341 249 0.24 5353 2843 3 0.11 2.72

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3055568 35810 1.19 822657 34441 695 2.06 1.13 77332.22 871.65 1 in 13
Texas 2157459 19269 0.90 424488 33032 321 0.98 1.53 74405.71 1139.20 1 in 13
Florida 1589097 9816 0.62 296845 24436 162 0.67 1.54 73988.10 1137.74 1 in 14
New York 1268692 12721 1.01 318219 41368 195 0.47 3.26 65216.44 2126.50 1 in 15
Illinois 1076532 4318 0.40 128526 20153 35 0.17 1.87 84954.80 1590.38 1 in 12
Ohio 836049 4983 0.60 153479 10323 42 0.41 1.23 71523.81 883.13 1 in 14
Georgia 828581 7629 0.93 182891 12572 212 1.72 1.52 78039.75 1184.09 1 in 13
Pennsylvania 781947 7381 0.95 154421 19423 93 0.48 2.48 61080.12 1517.19 1 in 16
Tennessee 690065 2314 0.34 117476 8471 41 0.49 1.23 100987.48 1239.69 1 in 10
Arizona 685699 6417 0.94 178477 11266 1 0.01 1.64 90047.10 1479.47 1 in 11
North Carolina 684497 9860 1.46 160218 8139 56 0.69 1.19 65264.26 776.02 1 in 15
New Jersey 635702 4628 0.73 117857 20512 54 0.26 3.23 71570.41 2309.34 1 in 14
Indiana 595436 2727 0.46 95154 9466 126 1.35 1.59 88445.73 1406.07 1 in 11
Michigan 586673 1545 0.26 62834 14702 16 0.11 2.51 58744.51 1472.13 1 in 17
Wisconsin 571268 1933 0.34 58212 5973 47 0.79 1.05 98114.98 1025.86 1 in 10
Massachusetts 476526 3085 0.65 115447 13749 44 0.32 2.89 68569.80 1978.41 1 in 15
Missouri 451986 1292 0.29 55516 6478 8 0.12 1.43 73644.20 1055.49 1 in 14
Virginia 451076 4526 1.01 110779 5798 59 1.03 1.29 52846.93 679.28 1 in 19
Minnesota 448268 919 0.21 37158 6013 6 0.10 1.34 79485.33 1066.20 1 in 13
Alabama 426543 2515 0.59 74739 6126 5 0.08 1.44 86993.05 1249.39 1 in 11
South Carolina 394318 2854 0.73 93716 6259 11 0.18 1.59 76585.73 1215.64 1 in 13
Colorado 377856 1685 0.45 49448 5388 2 0.04 1.43 65614.40 935.62 1 in 15
Louisiana 372089 2138 0.58 67604 8324 71 0.86 2.24 80039.90 1790.57 1 in 12
Oklahoma 358374 1558 0.44 74593 3037 43 1.44 0.85 90567.76 767.51 1 in 11
Kentucky 330906 2239 0.68 69415 3194 27 0.85 0.97 74066.75 714.91 1 in 14
Maryland 330186 1972 0.60 59125 6650 54 0.82 2.01 54615.20 1099.96 1 in 18
Utah 326221 1302 0.40 56895 1507 7 0.47 0.46 101754.61 470.06 1 in 10
Iowa 307302 1219 0.40 28992 4332 8 0.19 1.41 97399.42 1373.03 1 in 10
Washington 291989 2050 0.71 51143 3940 37 0.95 1.35 38344.47 517.41 1 in 26
Arkansas 273594 1331 0.49 54348 4386 43 0.99 1.60 90659.33 1453.36 1 in 11
Nevada 263972 1178 0.45 43848 3792 8 0.21 1.44 85700.85 1231.11 1 in 12
Kansas 262003 178 0.07 42834 3511 0 0.00 1.34 89932.98 1205.16 1 in 11
Mississippi 255125 1193 0.47 45093 5574 50 0.91 2.18 85723.19 1872.89 1 in 12
Connecticut 232219 2094 0.91 50252 6682 12 0.18 2.88 65133.33 1874.18 1 in 15
Nebraska 182176 0 0.00 18395 1842 0 0.00 1.01 94176.62 952.23 1 in 11
New Mexico 164954 691 0.42 25079 2975 17 0.57 1.80 78668.31 1418.81 1 in 13
Idaho 156778 1224 0.79 18254 1637 30 1.87 1.04 87484.55 913.47 1 in 11
Oregon 134468 617 0.46 23241 1808 5 0.28 1.34 31881.55 428.67 1 in 31
West Virginia 110820 1011 0.92 28047 1815 31 1.74 1.64 62009.45 1015.59 1 in 16
Rhode Island 107066 2623 2.51 20277 2045 40 2.00 1.91 101066.59 1930.41 1 in 10
South Dakota 105786 127 0.12 7628 1667 0 0.00 1.58 119578.28 1884.34 1 in 8
North Dakota 96071 137 0.14 4243 1408 2 0.14 1.47 126067.17 1847.62 1 in 8
Montana 89864 288 0.32 9438 1093 0 0.00 1.22 84081.07 1022.66 1 in 12
Puerto Rico 88373 434 0.49 12583 1703 0 0.00 1.93 27671.09 533.24 1 in 36
Delaware 71311 401 0.57 15122 1021 5 0.49 1.43 73232.32 1048.51 1 in 14
New Hampshire 58709 1845 3.24 16012 938 5 0.54 1.60 43177.56 689.85 1 in 23
Alaska 52222 129 0.25 6130 230 1 0.44 0.44 71385.90 314.40 1 in 14
Wyoming 49922 214 0.43 5999 550 28 5.36 1.10 86256.97 950.31 1 in 12
Maine 34262 386 1.14 11353 519 5 0.97 1.51 25488.54 386.10 1 in 39
District of Columbia 34259 226 0.66 5724 861 4 0.47 2.51 48542.75 1219.98 1 in 21
Hawaii 24769 59 0.24 3303 323 2 0.62 1.30 17493.81 228.13 1 in 57
Vermont 10321 101 0.99 3119 163 0 0.00 1.58 16540.36 261.22 1 in 60

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 39024543 3055568 7.83 6650072 822657 12.37 987657.5
2 Texas 15935036 2157459 13.54 2343269 424488 18.12 549562.1
3 Florida 17821375 1589097 8.92 2377598 296845 12.49 829760.4
4 New York 29342972 1268692 4.32 4429448 318219 7.18 1508359.9
5 Illinois 14898528 1076532 7.23 1795084 128526 7.16 1175721.1
6 Ohio 8554113 836049 9.77 887663 153479 17.29 731802.5
7 Georgia 5988737 828581 13.84 707455 182891 25.85 564048.1
8 Pennsylvania 4271465 781947 18.31 405013 154421 38.13 333656.4
9 Tennessee 6155742 690065 11.21 566809 117476 20.73 900861.3
10 Arizona 3237576 685699 21.18 443214 178477 40.27 425163.7
11 North Carolina 8186392 684497 8.36 1343723 160218 11.92 780542.2
12 New Jersey 8865291 635702 7.17 1171805 117857 10.06 998097.4
13 Indiana 6498762 595436 9.16 913669 95154 10.41 965322.4
14 Michigan 8893037 586673 6.60 828566 62834 7.58 890474.1
15 Wisconsin 5832709 571268 9.79 549394 58212 10.60 1001764.7
16 Massachusetts 12454145 476526 3.83 1691323 115447 6.83 1792091.5
17 Missouri 3959087 451986 11.42 359218 55516 15.45 645072.7
18 Virginia 4878157 451076 9.25 686974 110779 16.13 571512.6
19 Minnesota 5895901 448268 7.60 607567 37158 6.12 1045440.7
20 Alabama 2041107 426543 20.90 185915 74739 40.20 416281.9
21 South Carolina 3772941 394318 10.45 639656 93716 14.65 732792.9
22 Colorado 5057763 377856 7.47 714354 49448 6.92 878276.6
23 Louisiana 4673947 372089 7.96 531839 67604 12.71 1005410.7
24 Oklahoma 3000449 358374 11.94 380759 74593 19.59 758269.1
25 Kentucky 3440622 330906 9.62 312442 69415 22.22 770115.0
26 Maryland 6510156 330186 5.07 877755 59125 6.74 1076827.8
27 Utah 2472897 326221 13.19 258828 56895 21.98 771344.2
28 Iowa 1220451 307302 25.18 54400 28992 53.29 386822.2
29 Washington 4233758 291989 6.90 465096 51143 11.00 555983.9
30 Arkansas 2288594 273594 11.95 264098 54348 20.58 758358.8
31 Nevada 2350428 263972 11.23 293162 43848 14.96 763087.3
32 Kansas 1113766 262003 23.52 127953 42834 33.48 382302.1
33 Mississippi 1511240 255125 16.88 173550 45093 25.98 507783.7
34 Connecticut 5342387 232219 4.35 1063472 50252 4.73 1498445.1
35 Nebraska 1944011 182176 9.37 226528 18395 8.12 1004964.3
36 New Mexico 2175023 164954 7.58 228738 25079 10.96 1037291.6
37 Idaho 577938 156778 27.13 39058 18254 46.74 322498.3
38 Oregon 2919566 134468 4.61 321175 23241 7.24 692211.5
39 West Virginia 1796329 110820 6.17 312883 28047 8.96 1005137.8
40 Rhode Island 2298001 107066 4.66 336755 20277 6.02 2169233.1
41 South Dakota 392325 105786 26.96 22166 7628 34.41 443476.0
42 North Dakota 1307962 96071 7.35 74758 4243 5.68 1716345.9
43 Montana 883672 89864 10.17 100177 9438 9.42 826805.9
45 Delaware 1134451 71311 6.29 167580 15122 9.02 1165016.4
46 New Hampshire 1158106 58709 5.07 138307 16012 11.58 851729.5
47 Alaska 1414531 52222 3.69 154686 6130 3.96 1933621.3
48 Wyoming 563037 49922 8.87 68646 5999 8.74 972835.0
49 Maine 1270873 34262 2.70 174400 11353 6.51 945440.9
50 District of Columbia 1020262 34259 3.36 131270 5724 4.36 1445644.3
51 Hawaii 918361 24769 2.70 114646 3303 2.88 648618.7
52 Vermont 813355 10321 1.27 125968 3119 2.48 1303476.5

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5272645 516285 930 0.18 9.79 3619 425 53461 26339 5.10
Veneto 3707016 300127 957 0.32 8.10 2164 318 63171 8187 2.73
Piemonte 1849979 213911 716 0.34 11.56 2500 168 14438 8453 3.95
Campania 2255000 208514 651 0.31 9.25 1468 97 71880 3429 1.64
Emilia-Romagna 2843983 204174 1034 0.51 7.18 2520 232 53241 8872 4.35
Lazio 3014033 191615 1100 0.58 6.36 2768 305 75236 4474 2.33
Toscana 2059639 128438 241 0.19 6.24 715 121 8255 4020 3.13
Sicilia 1498556 123648 1641 1.35 8.25 1456 211 47527 3064 2.48
Puglia 1197220 110681 850 0.77 9.24 1354 142 55191 2892 2.61
Liguria 785085 66261 235 0.36 8.44 643 60 4811 3145 4.75
Friuli Venezia Giulia 1049086 61373 454 0.75 5.85 691 63 12585 2131 3.47
Marche 627246 50627 359 0.71 8.07 587 85 9540 1810 3.58
Abruzzo 582757 39535 113 0.29 6.78 443 44 11046 1342 3.39
Sardegna 533721 36019 109 0.30 6.75 506 53 17422 915 2.54
P.A. Bolzano 414343 34120 436 1.29 8.23 212 30 12466 820 2.40
Umbria 556351 32622 225 0.69 5.86 292 47 4636 706 2.16
Calabria 485497 29520 191 0.65 6.08 305 24 10095 539 1.83
P.A. Trento 490433 25272 143 0.57 5.15 271 46 2088 1081 4.28
Basilicata 201803 12568 60 0.48 6.23 77 5 6941 302 2.40
Valle d’Aosta 67065 7684 34 0.44 11.46 46 2 398 398 5.18
Molise 127978 7604 18 0.24 5.94 62 9 1096 238 3.13

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 247144 2261 0.92 5501 59 1.08 2.23 16799.00 373.92 1 in 60
Quebec 245734 1386 0.57 9142 55 0.61 3.72 28782.31 1070.78 1 in 35
Alberta 117767 456 0.39 1463 16 1.11 1.24 26685.50 331.51 1 in 37
British Columbia 61912 465 0.76 1090 12 1.11 1.76 12113.68 213.27 1 in 83
Manitoba 27740 111 0.40 783 10 1.29 2.82 20137.68 568.41 1 in 50
Saskatchewan 20871 309 1.50 225 6 2.74 1.08 17662.35 190.41 1 in 57
Nova Scotia 1561 4 0.26 65 0 0.00 4.16 1597.00 66.50 1 in 626
New Brunswick 1004 31 3.19 13 1 8.33 1.29 1287.19 16.67 1 in 777
Newfoundland and Labrador 396 0 0.00 4 0 0.00 1.01 759.54 7.67 1 in 1317
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 110 2 1.85 0 0 NaN 0.00 695.51 0.00 1 in 1438
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 28 3 12.00 0 0 NaN 0.00 623.55 0.00 1 in 1604
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 74132.11 1227.91 1 in 13
India 7913.10 114.05 1 in 126
Brazil 40964.47 1010.47 1 in 24
Russia 24735.85 454.20 1 in 40
United Kingdom 52329.98 1379.33 1 in 19
France 44734.80 1067.05 1 in 22
Italy 39692.43 1374.95 1 in 25
Turkey 29696.58 301.05 1 in 34
Spain 50808.87 1161.02 1 in 20
Germany 25022.53 591.82 1 in 40
Colombia 39516.43 1006.77 1 in 25
Argentina 41101.63 1040.57 1 in 24
Mexico 12913.28 1105.51 1 in 77
Poland 38014.85 887.26 1 in 26
South Africa 23919.53 675.04 1 in 42
Iran 16536.89 701.98 1 in 60
Ukraine NA NA 1 in NA
Peru 32967.58 1205.16 1 in 30
Netherlands 54394.82 772.06 1 in 18
Indonesia 3512.80 100.72 1 in 285

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1032806 14122 1.37
Cook Illinois 435888 9065 2.08
Maricopa Arizona 425844 6443 1.51
Miami-Dade Florida 347965 4622 1.33
Harris Texas 287753 3825 1.33
San Bernardino California 256109 1560 0.61
Riverside California 250436 2645 1.06
Dallas Texas 236214 2453 1.04
San Diego California 216835 2109 0.97
Orange California 214808 2477 1.15
Clark Nevada 202471 2873 1.42
Tarrant Texas 197447 1904 0.96
Broward Florida 160514 1990 1.24
Queens New York 158683 7871 4.96
Kings New York 155509 8073 5.19
Bexar Texas 152231 2040 1.34
Suffolk New York 128580 2603 2.02
Salt Lake Utah 123304 626 0.51
Nassau New York 114969 2563 2.23
El Paso Texas 107552 1940 1.80
Bronx New York 106253 5275 4.96
Philadelphia Pennsylvania 104648 2730 2.61
Milwaukee Wisconsin 99867 1123 1.12
Palm Beach Florida 98692 2059 2.09
Franklin Ohio 98533 705 0.72
Santa Clara California 94366 1109 1.18
Orange Florida 94273 850 0.90
Middlesex Massachusetts 93861 2969 3.16
Hillsborough Florida 93487 1197 1.28
Wayne Michigan 93373 3866 4.14
Hennepin Minnesota 93101 1480 1.59
Pima Arizona 91740 1422 1.55
Kern California 86718 565 0.65
Westchester New York 85020 1806 2.12
Cuyahoga Ohio 83180 1065 1.28
Fresno California 82485 968 1.17
Marion Indiana 82285 1311 1.59
Sacramento California 80678 1111 1.38
Utah Utah 79680 253 0.32
St. Louis Missouri 79030 1564 1.98
Mecklenburg North Carolina 77736 681 0.88
Shelby Tennessee 76747 1128 1.47
New York New York 75965 3449 4.54
Duval Florida 75731 856 1.13
Gwinnett Georgia 73677 671 0.91
King Washington 73667 1166 1.58
Essex Massachusetts 71834 1862 2.59
Davidson Tennessee 71148 672 0.94
Fulton Georgia 70642 877 1.24
Oklahoma Oklahoma 69587 507 0.73
DuPage Illinois 69285 1153 1.66
Oakland Michigan 67987 1814 2.67
Alameda California 67952 765 1.13
Fairfield Connecticut 67617 1853 2.74
Providence Rhode Island 67526 1480 2.19
Suffolk Massachusetts 66066 1490 2.26
Allegheny Pennsylvania 65114 1338 2.05
Collin Texas 64721 483 0.75
Prince George’s Maryland 63592 1179 1.85
Jefferson Alabama 62752 920 1.47
Travis Texas 62302 626 1.00
Ventura California 62101 436 0.70
Hamilton Ohio 61931 441 0.71
Bergen New Jersey 61469 2411 3.92
Jefferson Kentucky 60900 602 0.99
Essex New Jersey 59727 2480 4.15
Tulsa Oklahoma 58851 502 0.85
Hartford Connecticut 58705 2017 3.44
New Haven Connecticut 58627 1706 2.91
Douglas Nebraska 58447 553 0.95
Will Illinois 58408 870 1.49
San Joaquin California 58290 786 1.35
Middlesex New Jersey 58093 1820 3.13
Hidalgo Texas 58015 2305 3.97
Wake North Carolina 57650 396 0.69
Cobb Georgia 56680 654 1.15
Hudson New Jersey 56285 1792 3.18
Pinellas Florida 54924 1202 2.19
Fairfax Virginia 54918 733 1.33
Montgomery Maryland 54835 1240 2.26
Worcester Massachusetts 54092 1729 3.20
Macomb Michigan 53878 1769 3.28
Denver Colorado 53625 717 1.34
Lake Illinois 53439 886 1.66
Contra Costa California 52965 450 0.85
Erie New York 52228 1381 2.64
Greenville South Carolina 49626 625 1.26
Lee Florida 48778 730 1.50
Passaic New Jersey 48089 1548 3.22
Union New Jersey 47928 1621 3.38
Kent Michigan 47631 614 1.29
Denton Texas 47336 439 0.93
Sedgwick Kansas 47003 496 1.06
DeKalb Georgia 46838 581 1.24
Bernalillo New Mexico 46763 702 1.50
Polk Florida 46137 895 1.94
Kane Illinois 46063 677 1.47
Johnson Kansas 46009 603 1.31
El Paso Colorado 45973 670 1.46
Polk Iowa 45754 449 0.98

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc